Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-08-17 1.537890 1.937099 2.481111 3.313599 4.633181 6.813820 11.180687
2025-08-24 1.041539 1.443270 2.085513 3.306153 5.962683 13.154520 51.040583
2025-08-31 0.791421 1.153375 1.785573 3.158354 6.909959 23.088176 707.050884
2025-09-07 0.675821 1.028028 1.692967 3.331275 9.062633 58.826759 NaN
2025-09-14 0.584232 0.914500 1.572197 3.349437 10.983223 175.984900 NaN
2025-09-21 0.509129 0.812148 1.437648 3.241512 12.337898 728.123235 NaN
2025-09-28 0.454877 0.737875 1.341241 3.190214 14.177703 482548.591811 NaN
2025-10-05 0.432531 0.721001 1.369830 3.579168 21.791479 NaN NaN
2025-10-12 0.405482 0.689094 1.352165 3.799174 30.980135 NaN NaN
2025-10-19 0.374216 0.643067 1.285972 3.776978 37.855805 NaN NaN
2025-10-26 0.343324 0.593568 1.199450 3.612139 41.153355 NaN NaN
2025-11-02 0.324473 0.567815 1.171902 3.717288 57.129015 NaN NaN
2025-11-09 0.310133 0.550742 1.166637 3.955185 97.514310 NaN NaN
2025-11-16 0.291743 0.522269 1.122463 3.954068 136.721969 NaN NaN
2025-11-23 0.271656 0.487699 1.053601 3.763521 149.596478 NaN NaN
2025-11-30 0.261765 0.475648 1.050533 3.988343 340.608114 NaN NaN
2025-12-07 0.249238 0.455957 1.019753 4.012059 649.089567 NaN NaN
2025-12-14 0.235335 0.431658 0.970167 3.871582 866.177185 NaN NaN
2025-12-21 0.223888 0.412263 0.933365 3.805022 1567.482825 NaN NaN
2025-12-28 0.221320 0.414032 0.965974 4.313064 NaN NaN NaN
2026-01-04 0.215605 0.407422 0.969251 4.603790 NaN NaN NaN
2026-01-11 0.206806 0.392276 0.940136 4.574351 NaN NaN NaN
2026-01-18 0.196784 0.373300 0.894821 4.356481 NaN NaN NaN